Gemini 2.5 Flash-Lite (Reasoning) vs Step 5 Preview

Gemini 2.5 Flash-Lite (Reasoning) vs Step 5 Preview. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 2.5 Flash-Lite (Reasoning)Not ranked · benchmark data missing
Intelligence
8.50
Total cost
-
StepFunStep 5 PreviewOff the frontier
Intelligence
43.70
Total cost
$1190
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricGemini 2.5 Flash-Lite (Reasoning)Step 5 PreviewDifference
Intelligence (higher is better)8.543.7+414.1% Step 5 Preview is 5.1× more intelligent
Total AA cost (lower is better)Not reported$1,190.26— not comparable
End-to-end time (lower is better)16.49s12.06s−26.9% Step 5 Preview is 26.9% faster
Price per 1M tokens (in / out)$0.10 / $0.40$1.00 / $2.70
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemini 2.5 Flash-Lite (Reasoning): what beats itStep 5 Preview: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-flash-lite-reasoning/step-5 · Markdown: /api/v1/compare/gemini-2-5-flash-lite-reasoning/step-5?format=md · llms.txt · agent skill